{"id":"https://openalex.org/W3017694647","doi":"https://doi.org/10.1109/jsyst.2020.2983057","title":"IoT-Enabled Streaming Image Analytics With Privacy-Aware Self-Adaptive and Reflective Designs","display_name":"IoT-Enabled Streaming Image Analytics With Privacy-Aware Self-Adaptive and Reflective Designs","publication_year":2020,"publication_date":"2020-04-27","ids":{"openalex":"https://openalex.org/W3017694647","doi":"https://doi.org/10.1109/jsyst.2020.2983057","mag":"3017694647"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2020.2983057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2020.2983057","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011378943","display_name":"Ching-Hu Lu","orcid":"https://orcid.org/0000-0003-4135-2312"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ching-Hu Lu","raw_affiliation_strings":["Department of Electrical Engineering, National Tai-wan University of Science and Technology, Taipei, Taiwan, R.O.C"],"raw_orcid":"https://orcid.org/0000-0003-4135-2312","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Tai-wan University of Science and Technology, Taipei, Taiwan, R.O.C","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056392287","display_name":"Chang-Ru Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]},{"id":"https://openalex.org/I4210148468","display_name":"Industrial Technology Research Institute","ror":"https://ror.org/05szzwt63","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I4210148468"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chang-Ru Chen","raw_affiliation_strings":["Department of Electrical Engineering, National Taiwan University of Science and Technology","Touchpad Tech., Hsinchu, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Taiwan University of Science and Technology","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"Touchpad Tech., Hsinchu, Taiwan, R.O.C","institution_ids":["https://openalex.org/I4210148468"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2045,"currency":"USD","value_usd":2045},"apc_paid":null,"fwci":0.5682,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74989914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"15","issue":"1","first_page":"1214","last_page":"1223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9689000248908997,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7824211120605469},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6887679696083069},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5687875151634216},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.564320981502533},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.5529206991195679},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.51080322265625},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.48864227533340454},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.46981245279312134},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.45503944158554077},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4316957890987396},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4260816276073456},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4104061722755432},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.407852441072464},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3987239897251129},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3622753322124481},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3399335443973541},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2795161008834839},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19152843952178955}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7824211120605469},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6887679696083069},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5687875151634216},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.564320981502533},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.5529206991195679},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.51080322265625},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.48864227533340454},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.46981245279312134},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.45503944158554077},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4316957890987396},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4260816276073456},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4104061722755432},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.407852441072464},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3987239897251129},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3622753322124481},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3399335443973541},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2795161008834839},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19152843952178955},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsyst.2020.2983057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2020.2983057","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G4545734394","display_name":"Leverging Edge Intelligence on Implementing Edge Cameras for Iot-Enabled Wide-Area Surveillance","funder_award_id":"MOST108-2221-E011-158","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G6929467391","display_name":"Dnn Model Compression, Self-Adaptation and Blockchain-Based Commercialization for Iot-Enabled Cross-Field Edge-Camera Network","funder_award_id":"MOST107-2221-E011-131","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W823218635","https://openalex.org/W1554825167","https://openalex.org/W1584444527","https://openalex.org/W1678084289","https://openalex.org/W1821462560","https://openalex.org/W1982039810","https://openalex.org/W2016053056","https://openalex.org/W2037227137","https://openalex.org/W2076269884","https://openalex.org/W2099419573","https://openalex.org/W2118097920","https://openalex.org/W2126449928","https://openalex.org/W2130798978","https://openalex.org/W2165698076","https://openalex.org/W2343538158","https://openalex.org/W2467391961","https://openalex.org/W2483458289","https://openalex.org/W2512201415","https://openalex.org/W2570343428","https://openalex.org/W2623587395","https://openalex.org/W2678047256","https://openalex.org/W2733658935","https://openalex.org/W2800109325","https://openalex.org/W2803187616","https://openalex.org/W2804964665","https://openalex.org/W2894880167","https://openalex.org/W2913895989","https://openalex.org/W2963728985","https://openalex.org/W2963759070","https://openalex.org/W3098217967","https://openalex.org/W4293584584","https://openalex.org/W6638523607","https://openalex.org/W6677907805","https://openalex.org/W6704542730","https://openalex.org/W6750227808","https://openalex.org/W6751420435"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4312996489","https://openalex.org/W2893963003"],"abstract_inverted_index":{"With":[0],"the":[1,4,88,130,134,146],"development":[2],"of":[3,6,12,20,79,90,164,177],"Internet":[5],"Things":[7],"(IoT),":[8],"a":[9,77],"large":[10,18],"number":[11],"cameras":[13],"are":[14],"able":[15],"to":[16,28,61,137],"generate":[17],"amounts":[19],"real-time":[21],"data.":[22],"This":[23],"has":[24],"attracted":[25],"increasing":[26],"attention":[27],"streaming-image":[29,113],"analytics":[30,56],"incorporating":[31],"edge":[32],"computing.":[33],"Since":[34],"streaming":[35],"images":[36],"do":[37],"not":[38],"have":[39],"ground-truth":[40],"labels,":[41],"their":[42],"outputs":[43],"may":[44],"become":[45],"untrustworthy":[46],"once":[47],"any":[48],"concept":[49,62,178],"drift":[50],"or":[51,133,157],"uncertainty":[52],"occurs.":[53],"To":[54,82],"keep":[55],"models":[57],"updated":[58],"in":[59,70,175],"response":[60],"drift,":[63],"much":[64],"human":[65,100,165,173],"intervention":[66,166],"is":[67],"required,":[68],"particularly":[69],"system":[71],"maintenance":[72],"for":[73,112,167],"IoT-enabled":[74],"applications":[75],"with":[76],"plethora":[78],"smart":[80],"cameras.":[81],"address":[83],"this":[84,94],"issue":[85],"and":[86,106,118],"follow":[87],"trend":[89],"anthropomorphic":[91],"machine":[92],"learning,":[93],"article":[95,109],"incorporates":[96],"self-regulated":[97],"learning":[98],"from":[99],"pedagogy,":[101],"which":[102],"comprises":[103],"forethought,":[104],"performance,":[105],"reflection.":[107],"Our":[108],"proposes":[110],"counterparts":[111],"analytics,":[114],"including":[115],"siaForethought,":[116],"siaPerformance,":[117],"siaReflection,":[119],"respectively.":[120],"The":[121],"experiment":[122],"results":[123],"show":[124],"that":[125],"siaForethought":[126],"can":[127,143],"effectively":[128],"blur":[129],"detected":[131],"pedestrians":[132,156],"whole":[135],"image":[136],"improve":[138],"privacy":[139],"awareness.":[140],"Next,":[141],"siaPerformance":[142],"help":[144],"reduce":[145],"model":[147],"adaptation":[148],"time":[149],"by":[150],"38%,":[151],"even":[152],"when":[153],"using":[154],"blurred":[155],"images.":[158],"Finally,":[159],"siaReflection":[160],"reduces":[161],"about":[162],"50%":[163],"labeling":[168],"data,":[169],"thus":[170],"greatly":[171],"reducing":[172],"interventions":[174],"case":[176],"drift.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
